diff --git a/README.md b/README.md
index 3bfe81f..6b8d363 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 <h2 align="center">
   <br>
-  <img src="./docs/images/ria_logo.svg" alt="RIA Toolkit OSS" style="width: 400px; height: auto;">
+  <img src="https://riahub.ai/qoherent/ria-toolkit-oss/raw/branch/main/docs/images/ria_logo.svg" alt="RIA Toolkit OSS", width="400">
 </h2>
 
 <h3 align="center">RIA Toolkit OSS, By <a href="https://qoherent.ai/">Qoherent</a></h3>
@@ -9,11 +9,11 @@
 
 <p align="center">
   <!-- PyPI -->
-  <a href="https://pypi.org/project/ria-toolkit-oss">
+  <a href="https://pypi.org/project/ria-toolkit-oss/">
     <img src="https://img.shields.io/pypi/v/ria-toolkit-oss"/>
   </a>
   <!-- Conda-Forge -->
-  <a href="https://anaconda.org/conda-forge/ria-toolkit-oss">
+  <a href="https://anaconda.org/conda-forge/ria-toolkit-oss/">
     <img src="https://img.shields.io/conda/vn/conda-forge/ria-toolkit-oss"/>
   </a>
   <!-- License -->
@@ -21,8 +21,8 @@
     <img src="https://img.shields.io/badge/License-AGPLv3-blue.svg" />
   </a>
   <!-- Docs -->
-  <a href="https://radiointelligence.io/">
-    <img src="https://img.shields.io/badge/docs-ria--core-blue"/>
+  <a href="https://ria-toolkit-oss.readthedocs.io/">
+    <img src="https://img.shields.io/badge/docs-ria--toolkit--oss-blue"/>
   </a>
 </p>
 
@@ -42,17 +42,15 @@ RIA Toolkit OSS is the open-source version of the RIA Toolkit, providing the fun
 
 ## 🚀 Want More RIA?
 
-- **[RIA Toolkit](https://riahub.ai/)**: The full, unthrottled set of tools for developing, testing, and deploying radio intelligence applications.
+- **[RIA Toolkit](https://qoherent.ai/radioinferenceapps/)**: The full, unthrottled set of tools for developing, testing, and deploying radio intelligence applications.
 
 - **[RIA Hub](https://riahub.ai/)**: Wield the RIA Hub Toolkit plus purpose-built automations directly in your browser, without the need to write code or setup infrastructure. Additionally, unlock access to Qoherent's rich IP library as well as community projects. 
 
-- **[RIA RAN](https://www.qoherent.ai/radiointelligenceapps-ran/)**: Radio intelligence solutions engineered to seamlessly integrate with existing RAN environments, including ORAN-compliant networks.
+- **[RIA RAN](https://qoherent.ai/intelligent-5g-ran/)**: Radio intelligence solutions engineered to seamlessly integrate with existing RAN environments, including ORAN-compliant networks.
 
 ## 🚀 Getting started
 
-The RIA Hub Toolkit OSS is available on [PyPI](https://pypi.org/project/ria/), [Conda Forge](https://anaconda.org/conda-forge/ria) and [RIA Hub](https://riahub.ai/qoherent/-/packages).
-
-- [ ] TODO: Update links once official listings are reserved
+The RIA Hub Toolkit OSS is available on [PyPI](https://pypi.org/project/ria-toolkit-oss/), [Conda Forge](https://anaconda.org/conda-forge/ria-toolkit-oss) and [RIA Hub](https://riahub.ai/qoherent/-/packages/pypi/ria-toolkit-oss/).
 
 ### Installation from Conda Forge (recommended)
 
@@ -126,13 +124,11 @@ Once the project is installed, you can import its modules, functions, and classe
 from ria_toolkit_oss.datatypes import Recording
 ```
 
-Additional usage information is provided in the project documentation.
-
-- [ ] TODO: Link project documentation URL is finalized.
+Additional usage information is provided in the project documentation: [RIA Toolkit OSS Documentation](https://ria-toolkit-oss.readthedocs.io/).
 
 ## 🐛 Issues
 
-Kindly report any issues to the project issues board on RIA Hub: [RIA Toolkit OSS Issues Board](https://riahub.qoherent.internal:3000/qoherent/utils/issues).
+Kindly report any issues to the project issues board on RIA Hub: [RIA Toolkit OSS Issues Board](https://riahub.ai/qoherent/ria-toolkit-oss/issues).
 
 ## 🤝 Contribution